Author

D. Rojas-Valverde

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Review Open access Sep 2026

Age, Sex, and Waist-to-Height Ratio Approach the Discrimination of Fifty-Four Model Inputs for Prevalent Hypertension: An Explainable Machine Learning Analysis of the Chilean National Health Survey

Background/Objectives: Machine learning is increasingly applied to identify hypertension from broad predictor panels, but whether it outperforms a few routine measurements is unclear. We compared machine learning pipelines against three readily obtained variables in a national Chilean survey. Methods: We analysed 5516...

Rodrigo Yáñez-Sepúlveda, Boryi A. Becerra-Patiño, Felipe Montalva-Valenzuela et al. · Diagnostics · 0 citations

Review Open access Sep 2026

Mental Health and Psychological Constructs Related to Performance in Professional, Semi-Professional, and Competitive Adolescent Women’s Soccer Players: A Scoping Review

Background: Mental health has become a fundamental component of the sports world. Although previous studies have addressed psychological aspects of women’s soccer, no comprehensive review has mapped both mental health symptoms and adaptive psychological resources and psychophysiological markers in professional, semi-pr...

A. Montenegro-Bonilla, Boryi A. Becerra-Patiño, Jorge Olivares-Arancibia et al. · Sports · 0 citations

Review Open access Sep 2026

Muscle Oxygen Saturation as a Marker of Sports Performance

Evidence indicates that muscle oxygen saturation is closely related to metabolic thresholds, lactate accumulation, and internal load, making it a reliable parameter for individualized training prescription and performance optimization, and offers promising perspectives for strength training, injury prevention, and reha...

Aldo Alfonso Vasquez Bonilla, Rodrigo Yáñez-Sepúlveda, D. Rojas-Valverde · Research in Sports Science · 0 citations